Bowei He

1. Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement
   2023/04/03 by Xiangyang Zhu, Zhu, Xiangyang, Renrui Zhang +11 · 11 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
2. RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation
   2023/12/26 by Sichun Luo, Bowei He, Luo, Sichun +18 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation
   2024/01/25 by Sichun Luo, Yuxuan Yao, Luo, Sichun +18 · 6 citations
   Computer Science · Medicine · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Radiomics and Machine Learning in Medical Imaging #Recommender Systems and Techniques #Topic Modeling
4. Mitigating Large Language Model Hallucination with Faithful Finetuning
   2024/06/17 by Minda Hu, Bowei He, Hu, Minda +9 · 6 citations
   Neuroscience · Computer Science · Medicine · #Brain Tumor Detection and Classification #Topological and Geometric Data Analysis #Epilepsy research and treatment
5. No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation
   2024/04/05 by Xiangyang Zhu, Zhu, Xiangyang, Renrui Zhang +14 · 5 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization
6. Privacy in LLM-based Recommendation: Recent Advances and Future Directions
   2024/06/03 by Sichun Luo, Wei Shao, Luo, Sichun +21 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Cryptography and Data Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data
7. Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
   2024/06/05 by Shuqi Liu, Liu, Shuqi, Bowei He +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
8. 1bit-Merging: Dynamic Quantized Merging for Large Language Models
   2025/02/15 by Shuqi Liu, Liu, Shuqi, Yao, Yuxuan +12 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Topic Modeling
9. Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language
   2026/07/30 by Changjiang Han, Qingyang Li, Yaqiang Zang +4
   Computer Science · #cs.IR
10. Branching Policy Optimization: Sandbox-Native Language Agent Reinforcement Learning
    2026/07/15 by Bowei He, Yankai Chen, Xiaokun Zhang +1
    #cs.LG #cs.CL